Publications

Sun, J., Z. Xu, H. Yin, D. Yang, D. Xu, Y. Liu, Z. Du, Y. Chen, and H. R. Roth. “FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models.” In Proceedings of Machine Learning Research, 235:47159–73, 2024.

Chen, F., and Y. Chen. “An Interview with Dr. Nicky Lu [Interview].” IEEE Circuits and Systems Magazine 24, no. 1 (January 1, 2024): 6–12. https://doi.org/10.1109/MCAS.2023.3332200.

Ibrahim, M., Z. Wan, H. Li, P. Panda, T. Krishna, P. Kanerva, Y. Chen, and A. Raychowdhury. “Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric Perspective.” In Proceedings 2024 International Conference on Hardware Software Codesign and System Synthesis Codes Isss 2024, 11–20, 2024. https://doi.org/10.1109/CODES-ISSS60120.2024.00012.

Yang, H. F., Y. Zhao, J. Cai, M. Zhu, J. N. Hwang, and Y. Chen. “Mitigating Bias of Deep Neural Networks for Trustworthy Traffic Perception in Autonomous Systems.” In IEEE Intelligent Vehicles Symposium Proceedings, 633–38, 2024. https://doi.org/10.1109/IV55156.2024.10588805.

Gu, J., S. Vahidian, V. Kungurtsev, H. Wang, W. Jiang, Y. You, and Y. Chen. “Efficient Dataset Distillation via Minimax Diffusion.” In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 15793–803, 2024. https://doi.org/10.1109/CVPR52733.2024.01495.

Zhang, T., W. Wen, I. Fedorov, X. Liu, B. Zhang, F. Han, W. Y. Chen, et al. “DistDNAS: Search Efficient Feature Interactions within 2 Hours.” In Proceedings 2024 IEEE International Conference on Big Data Bigdata 2024, 1492–99, 2024. https://doi.org/10.1109/BigData62323.2024.10825061.

Zhang, J., S. Vahidian, M. Kuo, C. Li, R. Zhang, T. Yu, G. Wang, and Y. Chen. “TOWARDS BUILDING THE FEDERATEDGPT: FEDERATED INSTRUCTION TUNING.” In ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, 6915–19, 2024. https://doi.org/10.1109/ICASSP48485.2024.10447454.

Huang, Q., H. Yang, E. Zeng, and Y. Chen. “A Deep-Learning-Based Multi-modal ECG and PCG Processing Framework for Label Efficient Heart Sound Segmentation.” In Proceedings 2024 IEEE ACM Conference on Connected Health Applications Systems and Engineering Technologies Chase 2024, 109–19, 2024. https://doi.org/10.1109/CHASE60773.2024.00020.

Tang, M., A. Dai, L. DiValentin, A. Ding, A. Hass, N. Z. Gong, Y. Chen, and H. Li. “MODELGUARD: Information-Theoretic Defense Against Model Extraction Attacks.” In Proceedings of the 33rd Usenix Security Symposium, 5305–22, 2024.

Samudrala, S., J. Wu, C. Chen, H. Shan, J. Ku, Y. Chen, and J. Rajendran. “Performance Analysis of Zero-Knowledge Proofs.” In Proceedings 2024 IEEE International Symposium on Workload Characterization Iiswc 2024, 144–55, 2024. https://doi.org/10.1109/IISWC63097.2024.00022.

Wang, A., Q. Huang, and Y. Chen. “A Quantized Parsimonious CNN Model for Sleep Polysomnogram Data Streams.” In Proceedings 2024 IEEE ACM Conference on Connected Health Applications Systems and Engineering Technologies Chase 2024, 162–66, 2024. https://doi.org/10.1109/CHASE60773.2024.00027.

Duan, L., J. Sun, J. Jia, Y. Chen, and M. Gorlatova. “Reimagining Mutual Information for Defense against Data Leakage in Collaborative Inference.” In Advances in Neural Information Processing Systems, Vol. 37, 2024.

Inkawhich, M., N. Inkawhich, H. Yang, J. Zhang, R. Linderman, and Y. Chen. “OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery.” In Proceedings 2024 IEEE International Conference on Big Data Bigdata 2024, 928–37, 2024. https://doi.org/10.1109/BigData62323.2024.10826036.

Tang, M., J. Sun, H. H. Li, and Y. Chen. “Embracing Privacy, Robustness, and Efficiency with Trustworthy Federated Learning on Edge Devices.” In Proceedings of IEEE Computer Society Annual Symposium on VLSI Isvlsi, 284–89, 2024. https://doi.org/10.1109/ISVLSI61997.2024.00059.

Parhi, K. K., H. Li, K. Kailas, H. Krishnaswamy, M. Alioto, and M. Ogorzalek. “Editorial: Special Issue for the 75th Anniversary of the IEEE Circuits and Systems Society [Editorial].” IEEE Circuits and Systems Magazine 24, no. 2 (January 1, 2024): 3. https://doi.org/10.1109/MCAS.2024.3384522.

Wang, Y., S. Li, Q. Zheng, L. Song, Z. Li, A. Chang, H. L. H. Li, and Y. Chen. “NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing.” In Proceedings International Symposium on Computer Architecture, 368–81, 2024. https://doi.org/10.1109/ISCA59077.2024.00035.

Wu, X., E. Hanson, N. Wang, Q. Zheng, X. Yang, H. Yang, S. Li, et al. “Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-Based DNN Accelerators.” IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems 43, no. 12 (January 1, 2024): 4558–71. https://doi.org/10.1109/TCAD.2024.3409193.

Sun, J., Z. Du, A. Dai, S. Baghersalimi, A. Amirshahi, D. Atienza, and Y. Chen. “PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties.” In Proceedings 2024 IEEE International Conference on Big Data Bigdata 2024, 1124–33, 2024. https://doi.org/10.1109/BigData62323.2024.10825534.

Zhang, T., S. Li, H. P. Cheng, F. Yan, H. Li, and Y. Chen. “CSCO: Connectivity Search of Convolutional Operators.” In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 1685–94, 2024. https://doi.org/10.1109/CVPRW63382.2024.00175.

Taylor, B., X. Yang, and H. Li. “Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation.” In 2024 IEEE 6th International Conference on AI Circuits and Systems Aicas 2024 Proceedings, 388–92, 2024. https://doi.org/10.1109/AICAS59952.2024.10595934.

Kim, B., and H. Li. “Monolithic 3D stacking for neural network acceleration.” Nature Electronics 6, no. 12 (December 1, 2023): 937–38. https://doi.org/10.1038/s41928-023-01098-5.

Li, H. H. “Guest Editorial Special Issue on the International Symposium on Integrated Circuits and Systems'ISICAS 2023.” IEEE Transactions on Circuits and Systems I Regular Papers 70, no. 12 (December 1, 2023): 4678–4678. https://doi.org/10.1109/TCSI.2023.3331873.

Zhao, W., H. H. Li, and D. Zito. “Outgoing Editorial.” IEEE Transactions on Circuits and Systems I Regular Papers 70, no. 12 (December 1, 2023): 4675–77. https://doi.org/10.1109/TCSI.2023.3337596.

Hanson, E., S. Li, G. Zhou, F. Cheng, Y. Wang, R. Bose, H. H. Li, and Y. Chen. “Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI.” In Proceedings of the 56th Annual IEEE ACM International Symposium on Microarchitecture Micro 2023, 972–85, 2023. https://doi.org/10.1145/3613424.3614278.

Gao, Z., Y. Chen, and T. Chen. “Swirls: Sniffing Wi-Fi Using Radios with Low Sampling Rates.” In Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing Mobihoc, 260–69, 2023. https://doi.org/10.1145/3565287.3610279.